Project

General

Profile

1 53 aaronmk
#!/usr/bin/env python
2
# Maps one datasource to another, using a map spreadsheet if needed
3 986 aaronmk
# Exit status is the # of errors in the import, up to the maximum exit status
4 53 aaronmk
# For outputting an XML file to a PostgreSQL database, use the general format of
5
# http://vegbank.org/vegdocs/xml/vegbank_example_ver1.0.2.xml
6
7 2550 aaronmk
import copy
8 1014 aaronmk
import csv
9 1714 aaronmk
import itertools
10 53 aaronmk
import os.path
11 3577 aaronmk
import warnings
12 53 aaronmk
import sys
13 299 aaronmk
import xml.dom.minidom as minidom
14 53 aaronmk
15 266 aaronmk
sys.path.append(os.path.dirname(__file__)+"/../lib")
16 53 aaronmk
17 1389 aaronmk
import csvs
18 2040 aaronmk
import db_xml
19 344 aaronmk
import exc
20 1714 aaronmk
import iters
21 1705 aaronmk
import maps
22 64 aaronmk
import opts
23 2035 aaronmk
import parallelproc
24 281 aaronmk
import Parser
25 982 aaronmk
import profiling
26 131 aaronmk
import sql
27 2288 aaronmk
import sql_gen
28 3103 aaronmk
import sql_io
29 1758 aaronmk
import streams
30 715 aaronmk
import strings
31 828 aaronmk
import term
32 310 aaronmk
import util
33 1014 aaronmk
import xpath
34 133 aaronmk
import xml_dom
35 86 aaronmk
import xml_func
36 1713 aaronmk
import xml_parse
37 53 aaronmk
38 1404 aaronmk
def get_with_prefix(map_, prefixes, key):
39 2040 aaronmk
    '''Gets all entries for the given key with any of the given prefixes
40
    @return tuple(found_key, found_value)
41
    '''
42 1484 aaronmk
    values = []
43 1681 aaronmk
    for key_ in strings.with_prefixes(['']+prefixes, key): # also with no prefix
44
        try: value = map_[key_]
45 1484 aaronmk
        except KeyError, e: continue # keep going
46 2040 aaronmk
        values.append((key_, value))
47 1484 aaronmk
48
    if values != []: return values
49
    else: raise e # re-raise last KeyError
50 1404 aaronmk
51 1018 aaronmk
def metadata_value(name): return None # this feature has been removed
52 84 aaronmk
53 1360 aaronmk
def cleanup(val):
54
    if val == None: return val
55 1374 aaronmk
    return util.none_if(strings.cleanup(strings.ustr(val)), u'', u'\\N')
56 1360 aaronmk
57 847 aaronmk
def main_():
58 131 aaronmk
    env_names = []
59
    def usage_err():
60 944 aaronmk
        raise SystemExit('Usage: '+opts.env_usage(env_names, True)+' '
61 1945 aaronmk
            +sys.argv[0]+' [map_path...] [<input] [>output]\n'
62 1946 aaronmk
            'Note: Row #s start with 1')
63 838 aaronmk
64 1570 aaronmk
    ## Get config from env vars
65 838 aaronmk
66 1570 aaronmk
    # Modes
67 946 aaronmk
    test = opts.env_flag('test', False, env_names)
68 947 aaronmk
    commit = opts.env_flag('commit', False, env_names) and not test
69 944 aaronmk
        # never commit in test mode
70 947 aaronmk
    redo = opts.env_flag('redo', test, env_names) and not commit
71 2977 aaronmk
        # never redo in commit mode (run `make schemas/reinstall` instead)
72 1570 aaronmk
73
    # Ranges
74 1946 aaronmk
    start = util.cast(int, opts.get_env_var('start', 1, env_names)) # 1-based
75
    # Make start interally 0-based.
76
    # It's 1-based to the user to match up with the staging table row #s.
77
    start -= 1
78 1945 aaronmk
    if test: n_default = 1
79
    else: n_default = None
80
    n = util.cast(int, util.none_if(opts.get_env_var('n', n_default, env_names),
81
        u''))
82
    end = n
83 1570 aaronmk
    if end != None: end += start
84
85
    # Debugging
86 3132 aaronmk
    verbosity = util.cast(float, opts.get_env_var('verbosity', None, env_names))
87 944 aaronmk
    opts.get_env_var('profile_to', None, env_names) # add to env_names
88 131 aaronmk
89 1570 aaronmk
    # DB
90
    def get_db_config(prefix):
91 1926 aaronmk
        return opts.get_env_vars(sql.db_config_names, prefix, env_names)
92 1570 aaronmk
    in_db_config = get_db_config('in')
93
    out_db_config = get_db_config('out')
94
    in_is_db = 'engine' in in_db_config
95
    out_is_db = 'engine' in out_db_config
96 1982 aaronmk
    in_schema = opts.get_env_var('in_schema', None, env_names)
97
    in_table = opts.get_env_var('in_table', None, env_names)
98 3339 aaronmk
    if in_schema != None:
99
        for config in [in_db_config, out_db_config]:
100
            config['schemas'] += ','+in_schema
101 1570 aaronmk
102 1989 aaronmk
    # Optimization
103 2050 aaronmk
    cache_sql = opts.env_flag('cache_sql', True, env_names)
104 1989 aaronmk
    by_col = in_db_config == out_db_config and opts.env_flag('by_col', False,
105
        env_names) # by-column optimization only applies if mapping to same DB
106
    if test: cpus_default = 0
107 2044 aaronmk
    else: cpus_default = 0 # or None to use parallel processing by default
108 1989 aaronmk
    cpus = util.cast(int, util.none_if(opts.get_env_var('cpus', cpus_default,
109
        env_names), u''))
110
111 3132 aaronmk
    # Set default verbosity. Must happen after by_col is set.
112
    if verbosity == None:
113
        if test: verbosity = 0.5 # automated tests should not be verbose
114
        elif by_col: verbosity = 3 # show all queries to assist profiling
115
        else: verbosity = 1.1 # just show row progress
116
117 1570 aaronmk
    ##
118
119 838 aaronmk
    # Logging
120 2457 aaronmk
    verbose_errors = test and verbosity > 0
121 3243 aaronmk
    debug = verbosity >= 1.5
122 2439 aaronmk
    def log(msg, level=1):
123
        '''Higher level -> more verbose'''
124 2452 aaronmk
        if level <= verbosity:
125 2490 aaronmk
            if verbosity <= 2:
126
                if level == 1.5: msg = '# '+msg # msg is Redmine list item
127
                elif msg.startswith('DB query:'): # remove extra debug info
128
                    first_line, nl, msg = msg.partition('\n')
129
            elif level > 1: msg = '['+str(level)+'] '+msg # include level in msg
130
131 2883 aaronmk
            sys.stderr.write(strings.to_raw_str(msg.rstrip('\n')+'\n'))
132 2439 aaronmk
    if debug: log_debug = lambda msg, level=2: log(msg, level)
133 1901 aaronmk
    else: log_debug = sql.log_debug_none
134 662 aaronmk
135 53 aaronmk
    # Parse args
136 510 aaronmk
    map_paths = sys.argv[1:]
137 512 aaronmk
    if map_paths == []:
138
        if in_is_db or not out_is_db: usage_err()
139
        else: map_paths = [None]
140 53 aaronmk
141 646 aaronmk
    def connect_db(db_config):
142 1901 aaronmk
        log('Connecting to '+sql.db_config_str(db_config))
143 2920 aaronmk
        return sql.connect(db_config, caching=cache_sql, autocommit=commit,
144 2916 aaronmk
            debug_temp=verbosity > 3 and commit, log_debug=log_debug)
145 646 aaronmk
146 1945 aaronmk
    if end != None: end_str = str(end-1) # end is one past the last #
147 1573 aaronmk
    else: end_str = 'end'
148 1901 aaronmk
    log('Processing input rows '+str(start)+'-'+end_str)
149 1573 aaronmk
150 1014 aaronmk
    ex_tracker = exc.ExPercentTracker(iter_text='row')
151
    profiler = profiling.ItersProfiler(start_now=True, iter_text='row')
152
153 1856 aaronmk
    # Parallel processing
154 2035 aaronmk
    pool = parallelproc.MultiProducerPool(cpus)
155 1901 aaronmk
    log('Using '+str(pool.process_ct)+' parallel CPUs')
156 1846 aaronmk
157 3661 aaronmk
    # Set up DB access
158
    row_ins_ct_ref = [0]
159
    if out_is_db:
160
        out_db = connect_db(out_db_config)
161 3689 aaronmk
        def is_rel_func(name):
162
            return (name in db_xml.put_special_funcs
163
                or sql.function_exists(out_db, sql_gen.Function(name)))
164 3661 aaronmk
165 1014 aaronmk
    doc = xml_dom.create_doc()
166
    root = doc.documentElement
167 751 aaronmk
    out_is_xml_ref = [False]
168 3653 aaronmk
169 1014 aaronmk
    in_label_ref = [None]
170 3653 aaronmk
    col_defaults = {}
171 1014 aaronmk
    def update_in_label():
172
        if in_label_ref[0] != None:
173
            xpath.get(root, '/_ignore/inLabel="'+in_label_ref[0]+'"', True)
174 3661 aaronmk
            if out_is_db:
175
                # TODO: Move this to the mappings as some kind of metadata
176
                col_defaults['datasource_id'] = db_xml.put(out_db,
177
                    xpath.path2xml('party/organizationname="'+in_label_ref[0]
178
                        +'"'), row_ins_ct_ref)
179 3653 aaronmk
180 1014 aaronmk
    def prep_root():
181
        root.clear()
182
        update_in_label()
183
    prep_root()
184 751 aaronmk
185 838 aaronmk
    def process_input(root, row_ready, map_path):
186 512 aaronmk
        '''Inputs datasource to XML tree, mapping if needed'''
187
        # Load map header
188
        in_is_xpaths = True
189 751 aaronmk
        out_is_xpaths = True
190 512 aaronmk
        out_label = None
191
        if map_path != None:
192
            metadata = []
193
            mappings = []
194
            stream = open(map_path, 'rb')
195
            reader = csv.reader(stream)
196
            in_label, out_label = reader.next()[:2]
197 1402 aaronmk
198 512 aaronmk
            def split_col_name(name):
199 1402 aaronmk
                label, sep, root = name.partition(':')
200
                label, sep2, prefixes_str = label.partition('[')
201
                prefixes_str = strings.remove_suffix(']', prefixes_str)
202
                prefixes = strings.split(',', prefixes_str)
203
                return label, sep != '', root, prefixes
204 1198 aaronmk
                    # extract datasrc from "datasrc[data_format]"
205 1402 aaronmk
206 1705 aaronmk
            in_label, in_root, prefixes = maps.col_info(in_label)
207
            in_is_xpaths = in_root != None
208 1014 aaronmk
            in_label_ref[0] = in_label
209
            update_in_label()
210 1705 aaronmk
            out_label, out_root = maps.col_info(out_label)[:2]
211
            out_is_xpaths = out_root != None
212 1841 aaronmk
            if out_is_xpaths: has_types = out_root.find('/*s/') >= 0
213 1705 aaronmk
                # outer elements are types
214 1402 aaronmk
215 512 aaronmk
            for row in reader:
216
                in_, out = row[:2]
217 2029 aaronmk
                if out != '': mappings.append([in_, out_root+out])
218 1402 aaronmk
219 512 aaronmk
            stream.close()
220
221
            root.ownerDocument.documentElement.tagName = out_label
222
        in_is_xml = in_is_xpaths and not in_is_db
223 751 aaronmk
        out_is_xml_ref[0] = out_is_xpaths and not out_is_db
224 56 aaronmk
225 1897 aaronmk
        def process_rows(process_row, rows, rows_start=0):
226
            '''Processes input rows
227 838 aaronmk
            @param process_row(in_row, i)
228 1945 aaronmk
            @rows_start The (0-based) row # of the first row in rows. Set this
229
                only if the pre-start rows have already been skipped.
230 297 aaronmk
            '''
231 1897 aaronmk
            rows = iter(rows)
232
233
            if end != None: row_nums = xrange(rows_start, end)
234
            else: row_nums = itertools.count(rows_start)
235 2038 aaronmk
            i = -1
236 1897 aaronmk
            for i in row_nums:
237 1718 aaronmk
                try: row = rows.next()
238 2038 aaronmk
                except StopIteration:
239
                    i -= 1 # last row # didn't count
240
                    break # no more rows
241 1718 aaronmk
                if i < start: continue # not at start row yet
242
243 2881 aaronmk
                # Row # is interally 0-based, but 1-based to the user
244
                log('Processing input row #'+str(i+1), level=1.1)
245 838 aaronmk
                process_row(row, i)
246
                row_ready(i, row)
247 2033 aaronmk
            row_ct = i-start+1
248 982 aaronmk
            return row_ct
249 838 aaronmk
250 1898 aaronmk
        def map_rows(get_value, rows, **kw_args):
251 838 aaronmk
            '''Maps input rows
252
            @param get_value(in_, row):str
253
            '''
254 2030 aaronmk
            # Prevent collisions if multiple inputs mapping to same output
255
            outputs_idxs = dict()
256
            for i, mapping in enumerate(mappings):
257
                in_, out = mapping
258
                default = util.NamedTuple(count=1, first=i)
259
                idxs = outputs_idxs.setdefault(out, default)
260
                if idxs is not default: # key existed, so there was a collision
261
                    if idxs.count == 1: # first key does not yet have /_alt/#
262
                        mappings[idxs.first][1] += '/_alt/0'
263
                    mappings[i][1] += '/_alt/'+str(idxs.count)
264
                    idxs.count += 1
265
266 2026 aaronmk
            id_node = None
267
            if out_is_db:
268
                for i, mapping in enumerate(mappings):
269
                    in_, out = mapping
270
                    # All put_obj()s should return the same id_node
271
                    nodes, id_node = xpath.put_obj(root, out, '-1', has_types,
272
                        '$'+str(in_)) # value is placeholder that documents name
273 2032 aaronmk
                    mappings[i] = [in_, nodes]
274 3580 aaronmk
                if id_node == None:
275
                    warnings.warn(UserWarning('Map warning: No mappings'))
276 3641 aaronmk
                sys.stdout.write('Put template:\n'+str(root))
277 3669 aaronmk
                sys.stdout.flush()
278 2026 aaronmk
279 838 aaronmk
            def process_row(row, i):
280 316 aaronmk
                row_id = str(i)
281 2032 aaronmk
                if id_node != None: xml_dom.set_value(id_node, row_id)
282 316 aaronmk
                for in_, out in mappings:
283 2027 aaronmk
                    log_debug('Getting '+str(in_))
284 316 aaronmk
                    value = metadata_value(in_)
285 2027 aaronmk
                    if value == None: value = cleanup(get_value(in_, row))
286
                    log_debug('Putting '+repr(value)+' to '+str(out))
287 2032 aaronmk
                    if out_is_db: # out is list of XML nodes
288
                        for node in out: xml_dom.set_value(node, value)
289
                    elif value != None: # out is XPath
290 1360 aaronmk
                        xpath.put_obj(root, out, row_id, has_types, value)
291 1898 aaronmk
            return process_rows(process_row, rows, **kw_args)
292 297 aaronmk
293 1898 aaronmk
        def map_table(col_names, rows, **kw_args):
294 1416 aaronmk
            col_names_ct = len(col_names)
295 1403 aaronmk
            col_idxs = util.list_flip(col_names)
296
297 2029 aaronmk
            # Resolve prefixes
298 2025 aaronmk
            mappings_orig = mappings[:] # save a copy
299
            mappings[:] = [] # empty existing elements
300
            for in_, out in mappings_orig:
301 1403 aaronmk
                if metadata_value(in_) == None:
302 2040 aaronmk
                    try: cols = get_with_prefix(col_idxs, prefixes, in_)
303 2025 aaronmk
                    except KeyError: pass
304 2040 aaronmk
                    else: mappings[len(mappings):] = [[db_xml.ColRef(*col), out]
305
                        for col in cols] # can't use += because that uses =
306 1403 aaronmk
307 2040 aaronmk
            def get_value(in_, row): return row.list[in_.idx]
308 1416 aaronmk
            def wrap_row(row):
309
                return util.ListDict(util.list_as_length(row, col_names_ct),
310
                    col_names, col_idxs) # handle CSV rows of different lengths
311 1403 aaronmk
312 1898 aaronmk
            return map_rows(get_value, util.WrapIter(wrap_row, rows), **kw_args)
313 1403 aaronmk
314 1700 aaronmk
        if in_is_db:
315 2809 aaronmk
            def on_error(e): ex_tracker.track(e)
316
317 3186 aaronmk
            if by_col: in_db = out_db
318
            else: in_db = connect_db(in_db_config)
319 126 aaronmk
320 1982 aaronmk
            # Get table and schema name
321
            schema = in_schema # modified, so can't have same name as outer var
322
            table = in_table # modified, so can't have same name as outer var
323
            if table == None:
324
                assert in_is_xpaths
325
                schema, sep, table = in_root.partition('.')
326
                if sep == '': # only the table name was specified
327
                    table = schema
328
                    schema = None
329 2313 aaronmk
            table = sql_gen.Table(table, schema)
330 1982 aaronmk
331 1991 aaronmk
            # Fetch rows
332
            if by_col: limit = 0 # only fetch column names
333
            else: limit = n
334 2313 aaronmk
            cur = sql.select(in_db, table, limit=limit, start=start,
335
                cacheable=False)
336 1991 aaronmk
            col_names = list(sql.col_names(cur))
337
338 1989 aaronmk
            if by_col:
339 2042 aaronmk
                map_table(col_names, []) # just create the template
340 2550 aaronmk
341 3617 aaronmk
                if start == 0 and n == None: # doing full re-import
342 2734 aaronmk
                    log('Clearing errors table')
343 3103 aaronmk
                    sql.truncate(in_db, sql_io.errors_table(in_db, table))
344 2734 aaronmk
345 2550 aaronmk
                # Strip XML functions not in the DB
346 3427 aaronmk
                xml_func.process(root, is_rel_func=is_rel_func)
347 2103 aaronmk
                if debug: log_debug('Putting stripped:\n'+str(root))
348 2119 aaronmk
                    # only calc if debug
349 2550 aaronmk
350
                # Import rows
351 2422 aaronmk
                in_row_ct_ref = [0]
352 2928 aaronmk
                db_xml.put_table(in_db, root.firstChild, table, in_row_ct_ref,
353 3627 aaronmk
                    row_ins_ct_ref, n, start, on_error, col_defaults)
354 2422 aaronmk
                row_ct = in_row_ct_ref[0]
355 1984 aaronmk
            else:
356
                # Use normal by-row method
357 1991 aaronmk
                row_ct = map_table(col_names, sql.rows(cur), rows_start=start)
358
                    # rows_start: pre-start rows have been skipped
359 3186 aaronmk
360
                in_db.db.close()
361 161 aaronmk
        elif in_is_xml:
362 2809 aaronmk
            stdin = streams.LineCountStream(sys.stdin)
363
            def on_error(e):
364
                exc.add_msg(e, term.emph('input line #:')+' '
365
                    +str(stdin.line_num))
366
                ex_tracker.track(e)
367
368 1715 aaronmk
            def get_rows(doc2rows):
369 1758 aaronmk
                return iters.flatten(itertools.imap(doc2rows,
370
                    xml_parse.docs_iter(stdin, on_error)))
371 1715 aaronmk
372 1714 aaronmk
            if map_path == None:
373 1715 aaronmk
                def doc2rows(in_xml_root):
374 1701 aaronmk
                    iter_ = xml_dom.NodeElemIter(in_xml_root)
375
                    util.skip(iter_, xml_dom.is_text) # skip metadata
376 1715 aaronmk
                    return iter_
377
378
                row_ct = process_rows(lambda row, i: root.appendChild(row),
379
                    get_rows(doc2rows))
380 1714 aaronmk
            else:
381 1715 aaronmk
                def doc2rows(in_xml_root):
382 1701 aaronmk
                    rows = xpath.get(in_xml_root, in_root, limit=end)
383 3581 aaronmk
                    if rows == []: warnings.warn(UserWarning('Map warning: '
384
                        'Root "'+in_root+'" not found in input'))
385 1714 aaronmk
                    return rows
386
387
                def get_value(in_, row):
388
                    in_ = './{'+(','.join(strings.with_prefixes(
389
                        ['']+prefixes, in_)))+'}' # also with no prefix
390
                    nodes = xpath.get(row, in_, allow_rooted=False)
391
                    if nodes != []: return xml_dom.value(nodes[0])
392
                    else: return None
393
394 1715 aaronmk
                row_ct = map_rows(get_value, get_rows(doc2rows))
395 56 aaronmk
        else: # input is CSV
396 133 aaronmk
            map_ = dict(mappings)
397 1389 aaronmk
            reader, col_names = csvs.reader_and_header(sys.stdin)
398 1403 aaronmk
            row_ct = map_table(col_names, reader)
399 982 aaronmk
400
        return row_ct
401 53 aaronmk
402 838 aaronmk
    def process_inputs(root, row_ready):
403 982 aaronmk
        row_ct = 0
404
        for map_path in map_paths:
405
            row_ct += process_input(root, row_ready, map_path)
406
        return row_ct
407 512 aaronmk
408 1886 aaronmk
    pool.share_vars(locals())
409 130 aaronmk
    if out_is_db:
410 53 aaronmk
        try:
411 947 aaronmk
            if redo: sql.empty_db(out_db)
412 1886 aaronmk
            pool.share_vars(locals())
413 449 aaronmk
414 838 aaronmk
            def row_ready(row_num, input_row):
415 2119 aaronmk
                row_str_ = [None]
416
                def row_str():
417
                    if row_str_[0] == None:
418
                        # Row # is interally 0-based, but 1-based to the user
419
                        row_str_[0] = (term.emph('row #:')+' '+str(row_num+1)
420
                            +'\n'+term.emph('input row:')+'\n'+str(input_row))
421
                        if verbose_errors: row_str_[0] += ('\n'
422
                            +term.emph('output row:')+'\n'+str(root))
423
                    return row_str_[0]
424
425
                if debug: log_debug(row_str()) # only calc if debug
426
427 452 aaronmk
                def on_error(e):
428 2119 aaronmk
                    exc.add_msg(e, row_str())
429 2046 aaronmk
                    ex_tracker.track(e, row_num, detail=verbose_errors)
430 1886 aaronmk
                pool.share_vars(locals())
431 452 aaronmk
432 2032 aaronmk
                row_root = root.cloneNode(True) # deep copy so don't modify root
433 3689 aaronmk
                xml_func.process(row_root, on_error, is_rel_func, out_db)
434 2032 aaronmk
                if not xml_dom.is_empty(row_root):
435
                    assert xml_dom.has_one_child(row_root)
436 442 aaronmk
                    try:
437 982 aaronmk
                        sql.with_savepoint(out_db,
438 2032 aaronmk
                            lambda: db_xml.put(out_db, row_root.firstChild,
439 3653 aaronmk
                                row_ins_ct_ref, on_error, col_defaults))
440 449 aaronmk
                    except sql.DatabaseErrors, e: on_error(e)
441
442 982 aaronmk
            row_ct = process_inputs(root, row_ready)
443
            sys.stdout.write('Inserted '+str(row_ins_ct_ref[0])+
444 460 aaronmk
                ' new rows into database\n')
445 3669 aaronmk
            sys.stdout.flush()
446 1868 aaronmk
447
            # Consume asynchronous tasks
448
            pool.main_loop()
449 3117 aaronmk
        finally: out_db.close()
450 751 aaronmk
    else:
451 759 aaronmk
        def on_error(e): ex_tracker.track(e)
452 838 aaronmk
        def row_ready(row_num, input_row): pass
453 982 aaronmk
        row_ct = process_inputs(root, row_ready)
454 759 aaronmk
        xml_func.process(root, on_error)
455 751 aaronmk
        if out_is_xml_ref[0]:
456
            doc.writexml(sys.stdout, **xml_dom.prettyxml_config)
457
        else: # output is CSV
458
            raise NotImplementedError('CSV output not supported yet')
459 985 aaronmk
460 1868 aaronmk
    # Consume any asynchronous tasks not already consumed above
461 1862 aaronmk
    pool.main_loop()
462
463 982 aaronmk
    profiler.stop(row_ct)
464 3324 aaronmk
    if not by_col: ex_tracker.add_iters(row_ct) # only if errors are done by row
465 2439 aaronmk
    log('Processed '+str(row_ct)+' input rows')
466
    log(profiler.msg())
467
    log(ex_tracker.msg())
468 985 aaronmk
    ex_tracker.exit()
469 53 aaronmk
470 847 aaronmk
def main():
471
    try: main_()
472 1719 aaronmk
    except Parser.SyntaxError, e: raise SystemExit(str(e))
473 847 aaronmk
474 846 aaronmk
if __name__ == '__main__':
475 847 aaronmk
    profile_to = opts.get_env_var('profile_to', None)
476
    if profile_to != None:
477
        import cProfile
478 1584 aaronmk
        sys.stderr.write('Profiling to '+profile_to+'\n')
479 847 aaronmk
        cProfile.run(main.func_code, profile_to)
480
    else: main()